Obsidian Vault

NOTES-MARKDOWN

AI-LAB

Contour detection

Artificial Intelligence

Adversarial Search

Markov Decision Processes

Reinforcement Learning

Artificial Intelligence (OLD)

Best-first search

Constraint Satisfaction Problems

First Order Logic

Forward and backward Chaining

Logical Equivalence

Logical Inference

Negational Normal Form

Prenex Normal Form

Problem solving process

Propositional Resolution

Propositional Satisfiability

Calculus

Partial derivatives

Foundation of Computer Science

Regular languages

The Halting Problem

Guides to the exams

Cybersecurity Exam - DONE

Deep Learning Exam

DMA1 Exam - DONE

DMA1 Proofs - DONE

DMA2 Oral Exam - DONE

Linear Algebra Exam

Linear Algebra Exam 2

Machine Learning Exam - DONE

Networking Exam

Probability Exam

Statistics Exam - DONE

Human Computer Interaction

04 - Manipulating objects

04 - Navigation

05 - Interrupted work

Linear Algebra

Eigenvectors and Eigenvalues

Gaussian Elimination

Inverse of a Matrix

Linear Combination

Linear dependence

Matrix operations

Rayleigh quotient

Spectral decomposition

Symmetric matrix

Systems of Linear Equations

Transformations

Machine Learning

Attention Mechanism

Covariance matrix

Cross-validation

Expectation Maximization

Gaussian distribution

Gaussian Mixture Model

Generalized Linear Model

Gradient Descent

Impurity functions

Information Gain

Joint distribution

K-Nearest Neighbors

Kullback-Leibler divergence

Linear Regression

Logistic Regression

Mahalanobis distance

Maximum Likelihood Principle

Multi-Class Classification

Neural Networks

Polynomial Regression

Stochastic Gradient Descent

Physics

1. Bullet motion

2. Circular motion in 2D

3. Newton's laws

5. Conservation of energy

6. Stable Equilibrium

International system of units

Vector operations

Probability

Bernoulli distribution

Conditional Probability

Introduction to Probability

Probability distribution

Random variable

Statistics

Advanced Regression

Central Limit Theorem

Confidence interval

Correlation coefficient

Measures of Position

Normal distribution

Sampling distributions

Significance Level

Significance Test

Standard Deviation

Da smistare

Example

Example

Recap 11/03

Newtonian mechanics
Kinematics
Dynamics:
- Forces
- Work
Conservation of energy

Example

1 third of the exam!!!!

Example

Example

Table Of Contents